Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 64016 |
| Missing cells | 364386 |
| Missing cells (%) | 40.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 36.2 MiB |
| Average record size in memory | 593.7 B |
Variable types
| Text | 5 |
|---|---|
| Categorical | 1 |
| Numeric | 6 |
| DateTime | 2 |
jp_sales is highly overall correlated with total_sales | High correlation |
na_sales is highly overall correlated with other_sales and 2 other fields | High correlation |
other_sales is highly overall correlated with na_sales and 2 other fields | High correlation |
pal_sales is highly overall correlated with na_sales and 2 other fields | High correlation |
total_sales is highly overall correlated with jp_sales and 3 other fields | High correlation |
critic_score has 57338 (89.6%) missing values | Missing |
total_sales has 45094 (70.4%) missing values | Missing |
na_sales has 51379 (80.3%) missing values | Missing |
jp_sales has 57290 (89.5%) missing values | Missing |
pal_sales has 51192 (80.0%) missing values | Missing |
other_sales has 48888 (76.4%) missing values | Missing |
release_date has 7051 (11.0%) missing values | Missing |
last_update has 46137 (72.1%) missing values | Missing |
total_sales has 1352 (2.1%) zeros | Zeros |
pal_sales has 2245 (3.5%) zeros | Zeros |
other_sales has 5165 (8.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-10 22:45:33.552260 |
|---|---|
| Analysis finished | 2025-05-10 22:45:43.532668 |
| Duration | 9.98 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
img
Text
| Distinct | 56177 |
|---|---|
| Distinct (%) | 87.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 MiB |
Length
| Max length | 142 |
|---|---|
| Median length | 134 |
| Mean length | 42.19995 |
| Min length | 24 |
Unique
| Unique | 56146 ? |
|---|---|
| Unique (%) | 87.7% |
Sample
| 1st row | /games/boxart/full_6510540AmericaFrontccc.jpg |
|---|---|
| 2nd row | /games/boxart/full_5563178AmericaFrontccc.jpg |
| 3rd row | /games/boxart/827563ccc.jpg |
| 4th row | /games/boxart/full_9218923AmericaFrontccc.jpg |
| 5th row | /games/boxart/full_4990510AmericaFrontccc.jpg |
| Value | Count | Frequency (%) |
| games/boxart/default.jpg | 7810 | 12.2% |
| games/boxart/full_5005338americafrontccc.jpg | 2 | < 0.1% |
| games/boxart/full_342194americafrontccc.jpg | 2 | < 0.1% |
| games/boxart/full_5597924americafrontccc.jpg | 2 | < 0.1% |
| games/boxart/full_kaizou-chounin-shubibinman_5japanfront.jpg | 2 | < 0.1% |
| games/boxart/full_1834338americafrontccc.jpg | 2 | < 0.1% |
| games/boxart/full_faxanadu_6americafront.jpg | 2 | < 0.1% |
| games/boxart/full_8181689americafrontccc.jpg | 2 | < 0.1% |
| games/boxart/full_5972930japanfrontccc.jpg | 2 | < 0.1% |
| games/boxart/full_3233699americafrontccc.jpg | 2 | < 0.1% |
| Other values (56167) | 56188 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 209321 | 7.7% |
| / | 192048 | 7.1% |
| c | 177587 | 6.6% |
| r | 158188 | 5.9% |
| g | 133223 | 4.9% |
| t | 132621 | 4.9% |
| o | 127215 | 4.7% |
| e | 125260 | 4.6% |
| l | 111807 | 4.1% |
| m | 103252 | 3.8% |
| Other values (36) | 1230950 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1910889 | |
| Decimal Number | 343732 | 12.7% |
| Other Punctuation | 256067 | 9.5% |
| Uppercase Letter | 103965 | 3.8% |
| Connector Punctuation | 58017 | 2.1% |
| Dash Punctuation | 28802 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 209321 | 11.0% |
| c | 177587 | 9.3% |
| r | 158188 | 8.3% |
| g | 133223 | 7.0% |
| t | 132621 | 6.9% |
| o | 127215 | 6.7% |
| e | 125260 | 6.6% |
| l | 111807 | 5.9% |
| m | 103252 | 5.4% |
| p | 79349 | 4.2% |
| Other values (16) | 553066 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 35605 | |
| 1 | 35394 | |
| 3 | 34963 | |
| 9 | 34903 | |
| 4 | 34884 | |
| 8 | 34743 | |
| 6 | 34583 | |
| 7 | 34545 | |
| 5 | 34471 | |
| 0 | 29641 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 47886 | |
| A | 36907 | |
| J | 10980 | 10.6% |
| L | 4096 | 3.9% |
| P | 4096 | 3.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 192048 | |
| . | 64018 | 25.0% |
| : | 1 | < 0.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 58017 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 28802 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2014854 | |
| Common | 686618 | 25.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 209321 | 10.4% |
| c | 177587 | 8.8% |
| r | 158188 | 7.9% |
| g | 133223 | 6.6% |
| t | 132621 | 6.6% |
| o | 127215 | 6.3% |
| e | 125260 | 6.2% |
| l | 111807 | 5.5% |
| m | 103252 | 5.1% |
| p | 79349 | 3.9% |
| Other values (21) | 657031 |
Common
| Value | Count | Frequency (%) |
| / | 192048 | |
| . | 64018 | 9.3% |
| _ | 58017 | 8.4% |
| 2 | 35605 | 5.2% |
| 1 | 35394 | 5.2% |
| 3 | 34963 | 5.1% |
| 9 | 34903 | 5.1% |
| 4 | 34884 | 5.1% |
| 8 | 34743 | 5.1% |
| 6 | 34583 | 5.0% |
| Other values (5) | 127460 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2701472 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 209321 | 7.7% |
| / | 192048 | 7.1% |
| c | 177587 | 6.6% |
| r | 158188 | 5.9% |
| g | 133223 | 4.9% |
| t | 132621 | 4.9% |
| o | 127215 | 4.7% |
| e | 125260 | 4.6% |
| l | 111807 | 4.1% |
| m | 103252 | 3.8% |
| Other values (36) | 1230950 |
title
Text
| Distinct | 39798 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
Length
| Max length | 147 |
|---|---|
| Median length | 100 |
| Mean length | 22.062266 |
| Min length | 1 |
Unique
| Unique | 28464 ? |
|---|---|
| Unique (%) | 44.5% |
Sample
| 1st row | Grand Theft Auto V |
|---|---|
| 2nd row | Grand Theft Auto V |
| 3rd row | Grand Theft Auto: Vice City |
| 4th row | Grand Theft Auto V |
| 5th row | Call of Duty: Black Ops 3 |
| Value | Count | Frequency (%) |
| the | 9848 | 4.2% |
| of | 6174 | 2.7% |
| 2 | 3855 | 1.7% |
| 2962 | 1.3% | |
| no | 2670 | 1.1% |
| 3 | 1536 | 0.7% |
| ii | 1286 | 0.6% |
| world | 1195 | 0.5% |
| game | 990 | 0.4% |
| to | 974 | 0.4% |
| Other values (23186) | 200829 |
Most occurring characters
| Value | Count | Frequency (%) |
| 168342 | 11.9% | |
| e | 116672 | 8.3% |
| a | 94851 | 6.7% |
| o | 85626 | 6.1% |
| i | 76709 | 5.4% |
| r | 74801 | 5.3% |
| n | 72907 | 5.2% |
| t | 61491 | 4.4% |
| s | 55088 | 3.9% |
| l | 46196 | 3.3% |
| Other values (145) | 559655 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 950254 | |
| Uppercase Letter | 228098 | 16.2% |
| Space Separator | 168342 | 11.9% |
| Other Punctuation | 33390 | 2.4% |
| Decimal Number | 25416 | 1.8% |
| Dash Punctuation | 4670 | 0.3% |
| Open Punctuation | 862 | 0.1% |
| Close Punctuation | 862 | 0.1% |
| Math Symbol | 294 | < 0.1% |
| Final Punctuation | 47 | < 0.1% |
| Other values (8) | 103 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 116672 | |
| a | 94851 | |
| o | 85626 | 9.0% |
| i | 76709 | 8.1% |
| r | 74801 | 7.9% |
| n | 72907 | 7.7% |
| t | 61491 | 6.5% |
| s | 55088 | 5.8% |
| l | 46196 | 4.9% |
| u | 39590 | 4.2% |
| Other values (33) | 226323 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 24705 | 10.8% |
| T | 18234 | 8.0% |
| C | 14508 | 6.4% |
| A | 13772 | 6.0% |
| M | 13724 | 6.0% |
| D | 13578 | 6.0% |
| P | 11794 | 5.2% |
| B | 11705 | 5.1% |
| R | 11422 | 5.0% |
| F | 9874 | 4.3% |
| Other values (18) | 84782 |
Other Letter
| Value | Count | Frequency (%) |
| と | 2 | 8.0% |
| ミ | 1 | 4.0% |
| ロ | 1 | 4.0% |
| レ | 1 | 4.0% |
| 界 | 1 | 4.0% |
| 世 | 1 | 4.0% |
| 異 | 1 | 4.0% |
| 女 | 1 | 4.0% |
| ア | 1 | 4.0% |
| 少 | 1 | 4.0% |
| Other values (14) | 14 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 20778 | |
| ' | 4021 | 12.0% |
| ! | 3013 | 9.0% |
| . | 2909 | 8.7% |
| & | 1182 | 3.5% |
| / | 488 | 1.5% |
| , | 408 | 1.2% |
| ? | 212 | 0.6% |
| * | 186 | 0.6% |
| ; | 64 | 0.2% |
| Other values (8) | 129 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 7598 | |
| 0 | 5548 | |
| 1 | 3353 | |
| 3 | 2616 | 10.3% |
| 4 | 1611 | 6.3% |
| 9 | 1242 | 4.9% |
| 5 | 1168 | 4.6% |
| 6 | 846 | 3.3% |
| 7 | 740 | 2.9% |
| 8 | 694 | 2.7% |
Other Symbol
| Value | Count | Frequency (%) |
| ™ | 7 | |
| ® | 6 | |
| ° | 3 | |
| ★ | 2 | 9.1% |
| © | 1 | 4.5% |
| ♪ | 1 | 4.5% |
| ☆ | 1 | 4.5% |
| � | 1 | 4.5% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 210 | |
| ~ | 78 | 26.5% |
| = | 3 | 1.0% |
| ← | 1 | 0.3% |
| × | 1 | 0.3% |
| < | 1 | 0.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4575 | |
| – | 69 | 1.5% |
| 〜 | 26 | 0.6% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 842 | |
| [ | 20 | 2.3% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 842 | |
| ] | 20 | 2.3% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ´ | 4 | |
| ^ | 3 |
Other Number
| Value | Count | Frequency (%) |
| ² | 2 | |
| ³ | 1 |
Format
| Value | Count | Frequency (%) |
| | 1 | |
| | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 168342 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 47 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 25 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 13 |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1178345 | |
| Common | 233962 | 16.6% |
| Hiragana | 12 | < 0.1% |
| Han | 8 | < 0.1% |
| Greek | 7 | < 0.1% |
| Katakana | 4 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 116672 | 9.9% |
| a | 94851 | 8.0% |
| o | 85626 | 7.3% |
| i | 76709 | 6.5% |
| r | 74801 | 6.3% |
| n | 72907 | 6.2% |
| t | 61491 | 5.2% |
| s | 55088 | 4.7% |
| l | 46196 | 3.9% |
| u | 39590 | 3.4% |
| Other values (60) | 454414 |
Common
| Value | Count | Frequency (%) |
| 168342 | ||
| : | 20778 | 8.9% |
| 2 | 7598 | 3.2% |
| 0 | 5548 | 2.4% |
| - | 4575 | 2.0% |
| ' | 4021 | 1.7% |
| 1 | 3353 | 1.4% |
| ! | 3013 | 1.3% |
| . | 2909 | 1.2% |
| 3 | 2616 | 1.1% |
| Other values (51) | 11209 | 4.8% |
Hiragana
| Value | Count | Frequency (%) |
| と | 2 | |
| じ | 1 | |
| ん | 1 | |
| る | 1 | |
| い | 1 | |
| の | 1 | |
| み | 1 | |
| な | 1 | |
| さ | 1 | |
| ま | 1 |
Han
| Value | Count | Frequency (%) |
| 界 | 1 | |
| 世 | 1 | |
| 異 | 1 | |
| 女 | 1 | |
| 少 | 1 | |
| 書 | 1 | |
| 魔 | 1 | |
| 導 | 1 |
Katakana
| Value | Count | Frequency (%) |
| ミ | 1 | |
| ロ | 1 | |
| レ | 1 | |
| ア | 1 |
Greek
| Value | Count | Frequency (%) |
| α | 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1411936 | |
| None | 240 | < 0.1% |
| Punctuation | 125 | < 0.1% |
| Hiragana | 12 | < 0.1% |
| CJK | 8 | < 0.1% |
| Letterlike Symbols | 7 | < 0.1% |
| Misc Symbols | 4 | < 0.1% |
| Katakana | 4 | < 0.1% |
| Arrows | 1 | < 0.1% |
| Specials | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 168342 | 11.9% | |
| e | 116672 | 8.3% |
| a | 94851 | 6.7% |
| o | 85626 | 6.1% |
| i | 76709 | 5.4% |
| r | 74801 | 5.3% |
| n | 72907 | 5.2% |
| t | 61491 | 4.4% |
| s | 55088 | 3.9% |
| l | 46196 | 3.3% |
| Other values (79) | 559253 |
None
| Value | Count | Frequency (%) |
| é | 116 | |
| 〜 | 26 | 10.8% |
| ö | 13 | 5.4% |
| ú | 12 | 5.0% |
| α | 7 | 2.9% |
| ® | 6 | 2.5% |
| ä | 6 | 2.5% |
| ü | 5 | 2.1% |
| ë | 5 | 2.1% |
| · | 5 | 2.1% |
| Other values (22) | 39 | 16.2% |
Punctuation
| Value | Count | Frequency (%) |
| – | 69 | |
| ’ | 47 | |
| ‘ | 6 | 4.8% |
| † | 2 | 1.6% |
| | 1 | 0.8% |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 7 |
Hiragana
| Value | Count | Frequency (%) |
| と | 2 | |
| じ | 1 | |
| ん | 1 | |
| る | 1 | |
| い | 1 | |
| の | 1 | |
| み | 1 | |
| な | 1 | |
| さ | 1 | |
| ま | 1 |
Misc Symbols
| Value | Count | Frequency (%) |
| ★ | 2 | |
| ♪ | 1 | |
| ☆ | 1 |
Katakana
| Value | Count | Frequency (%) |
| ミ | 1 | |
| ロ | 1 | |
| レ | 1 | |
| ア | 1 |
Arrows
| Value | Count | Frequency (%) |
| ← | 1 |
CJK
| Value | Count | Frequency (%) |
| 界 | 1 | |
| 世 | 1 | |
| 異 | 1 | |
| 女 | 1 | |
| 少 | 1 | |
| 書 | 1 | |
| 魔 | 1 | |
| 導 | 1 |
Specials
| Value | Count | Frequency (%) |
| � | 1 |
console
Text
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 MiB |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 2.713103 |
| Min length | 2 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | PS3 |
|---|---|
| 2nd row | PS4 |
| 3rd row | PS2 |
| 4th row | X360 |
| 5th row | PS4 |
| Value | Count | Frequency (%) |
| pc | 12617 | |
| ps2 | 3565 | 5.6% |
| ds | 3288 | 5.1% |
| ps4 | 2878 | 4.5% |
| ps | 2707 | 4.2% |
| ns | 2337 | 3.7% |
| xbl | 2120 | 3.3% |
| psn | 2004 | 3.1% |
| xone | 1963 | 3.1% |
| ps3 | 1905 | 3.0% |
| Other values (71) | 28632 |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 31659 | |
| S | 31273 | |
| C | 15487 | 8.9% |
| X | 8191 | 4.7% |
| N | 8088 | 4.7% |
| D | 6524 | 3.8% |
| B | 6463 | 3.7% |
| i | 6401 | 3.7% |
| G | 5696 | 3.3% |
| 3 | 5143 | 3.0% |
| Other values (40) | 48757 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 135797 | |
| Decimal Number | 19105 | 11.0% |
| Lowercase Letter | 18780 | 10.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 31659 | |
| S | 31273 | |
| C | 15487 | |
| X | 8191 | 6.0% |
| N | 8088 | 6.0% |
| D | 6524 | 4.8% |
| B | 6463 | 4.8% |
| G | 5696 | 4.2% |
| A | 4785 | 3.5% |
| W | 4245 | 3.1% |
| Other values (13) | 13386 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 6401 | |
| n | 3677 | |
| e | 2969 | |
| l | 2276 | 12.1% |
| d | 1051 | 5.6% |
| r | 516 | 2.7% |
| s | 464 | 2.5% |
| x | 459 | 2.4% |
| u | 412 | 2.2% |
| t | 134 | 0.7% |
| Other values (8) | 421 | 2.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 5143 | |
| 2 | 4146 | |
| 4 | 3305 | |
| 0 | 3001 | |
| 6 | 2666 | |
| 5 | 721 | 3.8% |
| 8 | 60 | 0.3% |
| 7 | 59 | 0.3% |
| 1 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 154577 | |
| Common | 19105 | 11.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 31659 | |
| S | 31273 | |
| C | 15487 | |
| X | 8191 | 5.3% |
| N | 8088 | 5.2% |
| D | 6524 | 4.2% |
| B | 6463 | 4.2% |
| i | 6401 | 4.1% |
| G | 5696 | 3.7% |
| A | 4785 | 3.1% |
| Other values (31) | 30010 |
Common
| Value | Count | Frequency (%) |
| 3 | 5143 | |
| 2 | 4146 | |
| 4 | 3305 | |
| 0 | 3001 | |
| 6 | 2666 | |
| 5 | 721 | 3.8% |
| 8 | 60 | 0.3% |
| 7 | 59 | 0.3% |
| 1 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 173682 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 31659 | |
| S | 31273 | |
| C | 15487 | 8.9% |
| X | 8191 | 4.7% |
| N | 8088 | 4.7% |
| D | 6524 | 3.8% |
| B | 6463 | 3.7% |
| i | 6401 | 3.7% |
| G | 5696 | 3.3% |
| 3 | 5143 | 3.0% |
| Other values (40) | 48757 |
genre
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 MiB |
| Misc | |
|---|---|
| Action | |
| Adventure | |
| Role-Playing | |
| Sports | |
| Other values (15) |
Length
| Max length | 16 |
|---|---|
| Median length | 10 |
| Mean length | 7.4658523 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Action |
|---|---|
| 2nd row | Action |
| 3rd row | Action |
| 4th row | Action |
| 5th row | Shooter |
Common Values
| Value | Count | Frequency (%) |
| Misc | 9304 | |
| Action | 8557 | |
| Adventure | 6260 | |
| Role-Playing | 5721 | |
| Sports | 5586 | |
| Shooter | 5410 | |
| Platform | 4001 | |
| Strategy | 3685 | 5.8% |
| Puzzle | 3521 | 5.5% |
| Racing | 3425 | 5.4% |
| Other values (10) | 8546 |
Length
| Value | Count | Frequency (%) |
| misc | 9304 | |
| action | 8557 | |
| adventure | 6260 | |
| role-playing | 5721 | |
| sports | 5586 | |
| shooter | 5410 | |
| platform | 4001 | |
| strategy | 3685 | 5.7% |
| puzzle | 3521 | 5.5% |
| racing | 3425 | 5.3% |
| Other values (12) | 9072 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 46649 | 9.8% |
| i | 40759 | 8.5% |
| o | 40301 | 8.4% |
| e | 35137 | 7.4% |
| n | 33297 | 7.0% |
| r | 27003 | 5.6% |
| c | 23495 | 4.9% |
| l | 23108 | 4.8% |
| a | 20755 | 4.3% |
| A | 18571 | 3.9% |
| Other values (26) | 168859 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 397440 | |
| Uppercase Letter | 72370 | 15.1% |
| Dash Punctuation | 7598 | 1.6% |
| Space Separator | 526 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 46649 | |
| i | 40759 | |
| o | 40301 | |
| e | 35137 | 8.8% |
| n | 33297 | 8.4% |
| r | 27003 | 6.8% |
| c | 23495 | 5.9% |
| l | 23108 | 5.8% |
| a | 20755 | 5.2% |
| g | 17565 | 4.4% |
| Other values (12) | 89371 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 18571 | |
| S | 17859 | |
| P | 13394 | |
| M | 9831 | |
| R | 9146 | |
| F | 2367 | 3.3% |
| V | 493 | 0.7% |
| N | 493 | 0.7% |
| O | 115 | 0.2% |
| E | 35 | < 0.1% |
| Other values (2) | 66 | 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7598 |
Space Separator
| Value | Count | Frequency (%) |
| 526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 469810 | |
| Common | 8124 | 1.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 46649 | 9.9% |
| i | 40759 | 8.7% |
| o | 40301 | 8.6% |
| e | 35137 | 7.5% |
| n | 33297 | 7.1% |
| r | 27003 | 5.7% |
| c | 23495 | 5.0% |
| l | 23108 | 4.9% |
| a | 20755 | 4.4% |
| A | 18571 | 4.0% |
| Other values (24) | 160735 |
Common
| Value | Count | Frequency (%) |
| - | 7598 | |
| 526 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 477934 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 46649 | 9.8% |
| i | 40759 | 8.5% |
| o | 40301 | 8.4% |
| e | 35137 | 7.4% |
| n | 33297 | 7.0% |
| r | 27003 | 5.6% |
| c | 23495 | 4.9% |
| l | 23108 | 4.8% |
| a | 20755 | 4.3% |
| A | 18571 | 3.9% |
| Other values (26) | 168859 |
publisher
Text
| Distinct | 3383 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.2 MiB |
Length
| Max length | 49 |
|---|---|
| Median length | 40 |
| Mean length | 11.121376 |
| Min length | 2 |
Unique
| Unique | 1227 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | Rockstar Games |
|---|---|
| 2nd row | Rockstar Games |
| 3rd row | Rockstar Games |
| 4th row | Rockstar Games |
| 5th row | Activision |
| Value | Count | Frequency (%) |
| unknown | 8845 | 8.7% |
| entertainment | 5167 | 5.1% |
| games | 4679 | 4.6% |
| interactive | 3778 | 3.7% |
| sega | 2213 | 2.2% |
| bandai | 1868 | 1.8% |
| namco | 1763 | 1.7% |
| sony | 1735 | 1.7% |
| konami | 1700 | 1.7% |
| arts | 1672 | 1.6% |
| Other values (3519) | 67927 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 72158 | 10.1% |
| e | 57006 | 8.0% |
| t | 54685 | 7.7% |
| o | 52038 | 7.3% |
| a | 49154 | 6.9% |
| i | 46753 | 6.6% |
| r | 37558 | 5.3% |
| 37292 | 5.2% | |
| s | 28635 | 4.0% |
| m | 24320 | 3.4% |
| Other values (76) | 252347 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 553352 | |
| Uppercase Letter | 115358 | 16.2% |
| Space Separator | 37332 | 5.2% |
| Decimal Number | 3358 | 0.5% |
| Other Punctuation | 2087 | 0.3% |
| Dash Punctuation | 423 | 0.1% |
| Math Symbol | 11 | < 0.1% |
| Open Punctuation | 9 | < 0.1% |
| Close Punctuation | 9 | < 0.1% |
| Connector Punctuation | 6 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 72158 | |
| e | 57006 | |
| t | 54685 | |
| o | 52038 | |
| a | 49154 | |
| i | 46753 | |
| r | 37558 | 6.8% |
| s | 28635 | 5.2% |
| m | 24320 | 4.4% |
| c | 22995 | 4.2% |
| Other values (19) | 108050 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 14331 | |
| U | 11076 | 9.6% |
| E | 11074 | 9.6% |
| A | 9020 | 7.8% |
| I | 7668 | 6.6% |
| G | 7295 | 6.3% |
| C | 6945 | 6.0% |
| N | 5511 | 4.8% |
| M | 5455 | 4.7% |
| T | 5227 | 4.5% |
| Other values (17) | 31756 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 800 | |
| 3 | 800 | |
| 2 | 658 | |
| 0 | 371 | |
| 1 | 343 | |
| 7 | 164 | 4.9% |
| 4 | 103 | 3.1% |
| 9 | 73 | 2.2% |
| 8 | 41 | 1.2% |
| 6 | 5 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1503 | |
| , | 229 | 11.0% |
| & | 110 | 5.3% |
| ! | 106 | 5.1% |
| ' | 71 | 3.4% |
| / | 63 | 3.0% |
| * | 2 | 0.1% |
| @ | 2 | 0.1% |
| : | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 37292 | ||
| 40 | 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 8 | |
| [ | 1 | 11.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 8 | |
| ] | 1 | 11.1% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 6 | |
| ~ | 5 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 423 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 6 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 668710 | |
| Common | 43236 | 6.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 72158 | 10.8% |
| e | 57006 | 8.5% |
| t | 54685 | 8.2% |
| o | 52038 | 7.8% |
| a | 49154 | 7.4% |
| i | 46753 | 7.0% |
| r | 37558 | 5.6% |
| s | 28635 | 4.3% |
| m | 24320 | 3.6% |
| c | 22995 | 3.4% |
| Other values (46) | 223408 |
Common
| Value | Count | Frequency (%) |
| 37292 | ||
| . | 1503 | 3.5% |
| 5 | 800 | 1.9% |
| 3 | 800 | 1.9% |
| 2 | 658 | 1.5% |
| - | 423 | 1.0% |
| 0 | 371 | 0.9% |
| 1 | 343 | 0.8% |
| , | 229 | 0.5% |
| 7 | 164 | 0.4% |
| Other values (20) | 653 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 711901 | |
| None | 45 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 72158 | 10.1% |
| e | 57006 | 8.0% |
| t | 54685 | 7.7% |
| o | 52038 | 7.3% |
| a | 49154 | 6.9% |
| i | 46753 | 6.6% |
| r | 37558 | 5.3% |
| 37292 | 5.2% | |
| s | 28635 | 4.0% |
| m | 24320 | 3.4% |
| Other values (71) | 252302 |
None
| Value | Count | Frequency (%) |
| 40 | ||
| é | 2 | 4.4% |
| Ü | 1 | 2.2% |
| ä | 1 | 2.2% |
| ó | 1 | 2.2% |
developer
Text
| Distinct | 8862 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 17 |
| Missing (%) | < 0.1% |
| Memory size | 4.3 MiB |
Length
| Max length | 68 |
|---|---|
| Median length | 52 |
| Mean length | 12.73084 |
| Min length | 2 |
Unique
| Unique | 3933 ? |
|---|---|
| Unique (%) | 6.1% |
Sample
| 1st row | Rockstar North |
|---|---|
| 2nd row | Rockstar North |
| 3rd row | Rockstar North |
| 4th row | Rockstar North |
| 5th row | Treyarch |
| Value | Count | Frequency (%) |
| games | 6130 | 5.2% |
| unknown | 4447 | 3.8% |
| entertainment | 3551 | 3.0% |
| studios | 3516 | 3.0% |
| software | 2861 | 2.4% |
| interactive | 2128 | 1.8% |
| corporation | 1675 | 1.4% |
| inc | 1608 | 1.4% |
| studio | 1432 | 1.2% |
| konami | 1190 | 1.0% |
| Other values (7654) | 89227 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 67378 | 8.3% |
| a | 61367 | 7.5% |
| n | 61084 | 7.5% |
| o | 58996 | 7.2% |
| t | 55262 | 6.8% |
| 53630 | 6.6% | |
| i | 51892 | 6.4% |
| r | 40751 | 5.0% |
| s | 33703 | 4.1% |
| m | 26784 | 3.3% |
| Other values (84) | 303914 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 616269 | |
| Uppercase Letter | 134228 | 16.5% |
| Space Separator | 53780 | 6.6% |
| Other Punctuation | 6326 | 0.8% |
| Decimal Number | 3082 | 0.4% |
| Dash Punctuation | 952 | 0.1% |
| Open Punctuation | 47 | < 0.1% |
| Close Punctuation | 47 | < 0.1% |
| Math Symbol | 15 | < 0.1% |
| Connector Punctuation | 10 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 67378 | |
| a | 61367 | |
| n | 61084 | |
| o | 58996 | |
| t | 55262 | 9.0% |
| i | 51892 | 8.4% |
| r | 40751 | 6.6% |
| s | 33703 | 5.5% |
| m | 26784 | 4.3% |
| l | 20493 | 3.3% |
| Other values (23) | 138559 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 20242 | |
| C | 10665 | 7.9% |
| G | 9736 | 7.3% |
| E | 9280 | 6.9% |
| A | 7898 | 5.9% |
| I | 7584 | 5.7% |
| T | 7408 | 5.5% |
| U | 6143 | 4.6% |
| M | 5761 | 4.3% |
| B | 5735 | 4.3% |
| Other values (18) | 43776 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3984 | |
| , | 1039 | 16.4% |
| / | 496 | 7.8% |
| ' | 431 | 6.8% |
| & | 262 | 4.1% |
| ! | 71 | 1.1% |
| : | 30 | 0.5% |
| * | 4 | 0.1% |
| @ | 4 | 0.1% |
| ? | 4 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 597 | |
| 2 | 502 | |
| 3 | 426 | |
| 5 | 415 | |
| 0 | 258 | |
| 7 | 254 | |
| 4 | 251 | |
| 9 | 179 | 5.8% |
| 8 | 101 | 3.3% |
| 6 | 99 | 3.2% |
Space Separator
| Value | Count | Frequency (%) |
| 53630 | ||
| 150 | 0.3% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 46 | |
| [ | 1 | 2.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 46 | |
| ] | 1 | 2.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 952 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 15 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 10 |
Other Number
| Value | Count | Frequency (%) |
| ³ | 2 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 2 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 750497 | |
| Common | 64264 | 7.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 67378 | 9.0% |
| a | 61367 | 8.2% |
| n | 61084 | 8.1% |
| o | 58996 | 7.9% |
| t | 55262 | 7.4% |
| i | 51892 | 6.9% |
| r | 40751 | 5.4% |
| s | 33703 | 4.5% |
| m | 26784 | 3.6% |
| l | 20493 | 2.7% |
| Other values (51) | 272787 |
Common
| Value | Count | Frequency (%) |
| 53630 | ||
| . | 3984 | 6.2% |
| , | 1039 | 1.6% |
| - | 952 | 1.5% |
| 1 | 597 | 0.9% |
| 2 | 502 | 0.8% |
| / | 496 | 0.8% |
| ' | 431 | 0.7% |
| 3 | 426 | 0.7% |
| 5 | 415 | 0.6% |
| Other values (23) | 1792 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 814586 | |
| None | 173 | < 0.1% |
| Punctuation | 2 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 67378 | 8.3% |
| a | 61367 | 7.5% |
| n | 61084 | 7.5% |
| o | 58996 | 7.2% |
| t | 55262 | 6.8% |
| 53630 | 6.6% | |
| i | 51892 | 6.4% |
| r | 40751 | 5.0% |
| s | 33703 | 4.1% |
| m | 26784 | 3.3% |
| Other values (72) | 303739 |
None
| Value | Count | Frequency (%) |
| 150 | ||
| ç | 5 | 2.9% |
| Ü | 3 | 1.7% |
| ø | 3 | 1.7% |
| é | 3 | 1.7% |
| Ã | 2 | 1.2% |
| ³ | 2 | 1.2% |
| ä | 2 | 1.2% |
| ý | 1 | 0.6% |
| ë | 1 | 0.6% |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 2 |
critic_score
Real number (ℝ)
Missing 
| Distinct | 89 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 57338 |
| Missing (%) | 89.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2204403 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 500.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.4 |
| Q1 | 6.4 |
| median | 7.5 |
| Q3 | 8.3 |
| 95-th percentile | 9.1 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 1.4570656 |
|---|---|
| Coefficient of variation (CV) | 0.20179734 |
| Kurtosis | 0.828948 |
| Mean | 7.2204403 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | -0.91063686 |
| Sum | 48218.1 |
| Variance | 2.1230403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 355 | 0.6% |
| 7 | 332 | 0.5% |
| 7.5 | 277 | 0.4% |
| 8.5 | 214 | 0.3% |
| 9 | 207 | 0.3% |
| 8.3 | 203 | 0.3% |
| 6 | 202 | 0.3% |
| 7.9 | 196 | 0.3% |
| 8.2 | 192 | 0.3% |
| 8.1 | 190 | 0.3% |
| Other values (79) | 4310 | 6.7% |
| (Missing) | 57338 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.5 | 4 | < 0.1% |
| 1.7 | 2 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.9 | 2 | < 0.1% |
| 2 | 11 | |
| 2.1 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 16 | < 0.1% |
| 9.9 | 3 | < 0.1% |
| 9.8 | 3 | < 0.1% |
| 9.7 | 17 | < 0.1% |
| 9.6 | 26 | < 0.1% |
| 9.5 | 46 | |
| 9.4 | 41 | |
| 9.3 | 76 | |
| 9.2 | 82 | |
| 9.1 | 95 |
total_sales
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 482 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 45094 |
| Missing (%) | 70.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34911267 |
| Minimum | 0 |
|---|---|
| Maximum | 20.32 |
| Zeros | 1352 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 500.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.03 |
| median | 0.12 |
| Q3 | 0.34 |
| 95-th percentile | 1.37 |
| Maximum | 20.32 |
| Range | 20.32 |
| Interquartile range (IQR) | 0.31 |
Descriptive statistics
| Standard deviation | 0.8074622 |
|---|---|
| Coefficient of variation (CV) | 2.3128986 |
| Kurtosis | 125.55245 |
| Mean | 0.34911267 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 8.7753333 |
| Sum | 6605.91 |
| Variance | 0.6519952 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 0.01 | 1366 | 2.1% |
| 0 | 1352 | 2.1% |
| 0.02 | 1228 | 1.9% |
| 0.03 | 941 | 1.5% |
| 0.04 | 768 | 1.2% |
| 0.05 | 684 | 1.1% |
| 0.06 | 631 | 1.0% |
| 0.07 | 572 | 0.9% |
| 0.08 | 514 | 0.8% |
| 0.09 | 442 | 0.7% |
| Other values (472) | 10424 | 16.3% |
| (Missing) | 45094 |
| Value | Count | Frequency (%) |
| 0 | 1352 | |
| 0.01 | 1366 | |
| 0.02 | 1228 | |
| 0.03 | 941 | |
| 0.04 | 768 | |
| 0.05 | 684 | |
| 0.06 | 631 | |
| 0.07 | 572 | |
| 0.08 | 514 | 0.8% |
| 0.09 | 442 | 0.7% |
| Value | Count | Frequency (%) |
| 20.32 | 1 | |
| 19.39 | 1 | |
| 16.15 | 1 | |
| 15.86 | 1 | |
| 15.09 | 1 | |
| 14.82 | 1 | |
| 14.74 | 1 | |
| 13.94 | 1 | |
| 13.86 | 1 | |
| 13.8 | 1 |
na_sales
Real number (ℝ)
High correlation  Missing 
| Distinct | 320 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 51379 |
| Missing (%) | 80.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26474005 |
| Minimum | 0 |
|---|---|
| Maximum | 9.76 |
| Zeros | 280 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 500.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.05 |
| median | 0.12 |
| Q3 | 0.28 |
| 95-th percentile | 0.99 |
| Maximum | 9.76 |
| Range | 9.76 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.4947866 |
|---|---|
| Coefficient of variation (CV) | 1.8689526 |
| Kurtosis | 78.62858 |
| Mean | 0.26474005 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 6.8983729 |
| Sum | 3345.52 |
| Variance | 0.24481378 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.04 | 651 | 1.0% |
| 0.01 | 649 | 1.0% |
| 0.02 | 640 | 1.0% |
| 0.03 | 628 | 1.0% |
| 0.05 | 617 | 1.0% |
| 0.06 | 556 | 0.9% |
| 0.07 | 525 | 0.8% |
| 0.08 | 471 | 0.7% |
| 0.09 | 445 | 0.7% |
| 0.1 | 408 | 0.6% |
| Other values (310) | 7047 | 11.0% |
| (Missing) | 51379 |
| Value | Count | Frequency (%) |
| 0 | 280 | |
| 0.01 | 649 | |
| 0.02 | 640 | |
| 0.03 | 628 | |
| 0.04 | 651 | |
| 0.05 | 617 | |
| 0.06 | 556 | |
| 0.07 | 525 | |
| 0.08 | 471 | |
| 0.09 | 445 |
| Value | Count | Frequency (%) |
| 9.76 | 1 | |
| 9.07 | 1 | |
| 9.06 | 1 | |
| 8.54 | 1 | |
| 8.41 | 1 | |
| 8.27 | 1 | |
| 7.08 | 1 | |
| 6.99 | 1 | |
| 6.8 | 1 | |
| 6.76 | 1 |
jp_sales
Real number (ℝ)
High correlation  Missing 
| Distinct | 121 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 57290 |
| Missing (%) | 89.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1022807 |
| Minimum | 0 |
|---|---|
| Maximum | 2.13 |
| Zeros | 420 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 500.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02 |
| median | 0.04 |
| Q3 | 0.12 |
| 95-th percentile | 0.39 |
| Maximum | 2.13 |
| Range | 2.13 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.16881138 |
|---|---|
| Coefficient of variation (CV) | 1.6504714 |
| Kurtosis | 30.528417 |
| Mean | 0.1022807 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | 4.4904062 |
| Sum | 687.94 |
| Variance | 0.028497281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 1137 | 1.8% |
| 0.02 | 845 | 1.3% |
| 0.03 | 619 | 1.0% |
| 0.04 | 452 | 0.7% |
| 0 | 420 | 0.7% |
| 0.05 | 329 | 0.5% |
| 0.06 | 301 | 0.5% |
| 0.07 | 248 | 0.4% |
| 0.08 | 212 | 0.3% |
| 0.09 | 168 | 0.3% |
| Other values (111) | 1995 | 3.1% |
| (Missing) | 57290 |
| Value | Count | Frequency (%) |
| 0 | 420 | 0.7% |
| 0.01 | 1137 | |
| 0.02 | 845 | |
| 0.03 | 619 | |
| 0.04 | 452 | 0.7% |
| 0.05 | 329 | 0.5% |
| 0.06 | 301 | 0.5% |
| 0.07 | 248 | 0.4% |
| 0.08 | 212 | 0.3% |
| 0.09 | 168 | 0.3% |
| Value | Count | Frequency (%) |
| 2.13 | 2 | |
| 2.05 | 2 | |
| 1.87 | 1 | |
| 1.82 | 1 | |
| 1.69 | 2 | |
| 1.5 | 1 | |
| 1.48 | 1 | |
| 1.45 | 1 | |
| 1.44 | 2 | |
| 1.43 | 1 |
pal_sales
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 51192 |
| Missing (%) | 80.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14947208 |
| Minimum | 0 |
|---|---|
| Maximum | 9.85 |
| Zeros | 2245 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 500.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.04 |
| Q3 | 0.14 |
| 95-th percentile | 0.59 |
| Maximum | 9.85 |
| Range | 9.85 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.39265263 |
|---|---|
| Coefficient of variation (CV) | 2.6269295 |
| Kurtosis | 147.20484 |
| Mean | 0.14947208 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 9.5869097 |
| Sum | 1916.83 |
| Variance | 0.15417608 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2245 | 3.5% |
| 0.01 | 1635 | 2.6% |
| 0.02 | 1290 | 2.0% |
| 0.03 | 959 | 1.5% |
| 0.04 | 717 | 1.1% |
| 0.05 | 552 | 0.9% |
| 0.06 | 422 | 0.7% |
| 0.07 | 358 | 0.6% |
| 0.08 | 297 | 0.5% |
| 0.09 | 274 | 0.4% |
| Other values (246) | 4075 | 6.4% |
| (Missing) | 51192 |
| Value | Count | Frequency (%) |
| 0 | 2245 | |
| 0.01 | 1635 | |
| 0.02 | 1290 | |
| 0.03 | 959 | |
| 0.04 | 717 | 1.1% |
| 0.05 | 552 | 0.9% |
| 0.06 | 422 | 0.7% |
| 0.07 | 358 | 0.6% |
| 0.08 | 297 | 0.5% |
| 0.09 | 274 | 0.4% |
| Value | Count | Frequency (%) |
| 9.85 | 1 | |
| 9.71 | 1 | |
| 8.64 | 1 | |
| 7.95 | 1 | |
| 6.87 | 1 | |
| 6.46 | 1 | |
| 6.21 | 2 | |
| 6.05 | 1 | |
| 5.88 | 1 | |
| 5.78 | 1 |
other_sales
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 48888 |
| Missing (%) | 76.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.043040719 |
| Minimum | 0 |
|---|---|
| Maximum | 3.12 |
| Zeros | 5165 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 500.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01 |
| Q3 | 0.03 |
| 95-th percentile | 0.18 |
| Maximum | 3.12 |
| Range | 3.12 |
| Interquartile range (IQR) | 0.03 |
Descriptive statistics
| Standard deviation | 0.1266435 |
|---|---|
| Coefficient of variation (CV) | 2.9424113 |
| Kurtosis | 144.48453 |
| Mean | 0.043040719 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 9.7945504 |
| Sum | 651.12 |
| Variance | 0.016038575 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5165 | 8.1% |
| 0.01 | 3609 | 5.6% |
| 0.02 | 1690 | 2.6% |
| 0.03 | 939 | 1.5% |
| 0.04 | 628 | 1.0% |
| 0.05 | 475 | 0.7% |
| 0.06 | 364 | 0.6% |
| 0.07 | 327 | 0.5% |
| 0.08 | 215 | 0.3% |
| 0.09 | 182 | 0.3% |
| Other values (123) | 1534 | 2.4% |
| (Missing) | 48888 |
| Value | Count | Frequency (%) |
| 0 | 5165 | |
| 0.01 | 3609 | |
| 0.02 | 1690 | 2.6% |
| 0.03 | 939 | 1.5% |
| 0.04 | 628 | 1.0% |
| 0.05 | 475 | 0.7% |
| 0.06 | 364 | 0.6% |
| 0.07 | 327 | 0.5% |
| 0.08 | 215 | 0.3% |
| 0.09 | 182 | 0.3% |
| Value | Count | Frequency (%) |
| 3.12 | 1 | |
| 3.02 | 1 | |
| 2.93 | 1 | |
| 2.46 | 1 | |
| 2.44 | 1 | |
| 2.28 | 1 | |
| 2.26 | 1 | |
| 2.12 | 1 | |
| 2.05 | 1 | |
| 1.82 | 1 |
release_date
Date
Missing 
| Distinct | 7922 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 7051 |
| Missing (%) | 11.0% |
| Memory size | 500.3 KiB |
| Minimum | 1971-12-03 00:00:00 |
|---|---|
| Maximum | 2024-12-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
last_update
Date
Missing 
| Distinct | 1545 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 46137 |
| Missing (%) | 72.1% |
| Memory size | 500.3 KiB |
| Minimum | 2017-11-28 00:00:00 |
|---|---|
| Maximum | 2024-01-28 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Interactions
Correlations
| critic_score | genre | jp_sales | na_sales | other_sales | pal_sales | total_sales | |
|---|---|---|---|---|---|---|---|
| critic_score | 1.000 | 0.064 | 0.133 | 0.368 | 0.309 | 0.326 | 0.338 |
| genre | 0.064 | 1.000 | 0.070 | 0.028 | 0.022 | 0.016 | 0.036 |
| jp_sales | 0.133 | 0.070 | 1.000 | 0.001 | -0.113 | -0.000 | 0.546 |
| na_sales | 0.368 | 0.028 | 0.001 | 1.000 | 0.758 | 0.652 | 0.926 |
| other_sales | 0.309 | 0.022 | -0.113 | 0.758 | 1.000 | 0.781 | 0.867 |
| pal_sales | 0.326 | 0.016 | -0.000 | 0.652 | 0.781 | 1.000 | 0.827 |
| total_sales | 0.338 | 0.036 | 0.546 | 0.926 | 0.867 | 0.827 | 1.000 |
Missing values
Sample
| img | title | console | genre | publisher | developer | critic_score | total_sales | na_sales | jp_sales | pal_sales | other_sales | release_date | last_update | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | /games/boxart/full_6510540AmericaFrontccc.jpg | Grand Theft Auto V | PS3 | Action | Rockstar Games | Rockstar North | 9.4 | 20.32 | 6.37 | 0.99 | 9.85 | 3.12 | 2013-09-17 | NaN |
| 1 | /games/boxart/full_5563178AmericaFrontccc.jpg | Grand Theft Auto V | PS4 | Action | Rockstar Games | Rockstar North | 9.7 | 19.39 | 6.06 | 0.60 | 9.71 | 3.02 | 2014-11-18 | 2018-01-03 |
| 2 | /games/boxart/827563ccc.jpg | Grand Theft Auto: Vice City | PS2 | Action | Rockstar Games | Rockstar North | 9.6 | 16.15 | 8.41 | 0.47 | 5.49 | 1.78 | 2002-10-28 | NaN |
| 3 | /games/boxart/full_9218923AmericaFrontccc.jpg | Grand Theft Auto V | X360 | Action | Rockstar Games | Rockstar North | NaN | 15.86 | 9.06 | 0.06 | 5.33 | 1.42 | 2013-09-17 | NaN |
| 4 | /games/boxart/full_4990510AmericaFrontccc.jpg | Call of Duty: Black Ops 3 | PS4 | Shooter | Activision | Treyarch | 8.1 | 15.09 | 6.18 | 0.41 | 6.05 | 2.44 | 2015-11-06 | 2018-01-14 |
| 5 | /games/boxart/full_call-of-duty-modern-warfare-3_517AmericaFront.jpg | Call of Duty: Modern Warfare 3 | X360 | Shooter | Activision | Infinity Ward | 8.7 | 14.82 | 9.07 | 0.13 | 4.29 | 1.33 | 2011-11-08 | NaN |
| 6 | /games/boxart/full_call-of-duty-black-ops_5AmericaFront.jpg | Call of Duty: Black Ops | X360 | Shooter | Activision | Treyarch | 8.8 | 14.74 | 9.76 | 0.11 | 3.73 | 1.14 | 2010-11-09 | NaN |
| 7 | /games/boxart/full_4653215AmericaFrontccc.jpg | Red Dead Redemption 2 | PS4 | Action-Adventure | Rockstar Games | Rockstar Games | 9.8 | 13.94 | 5.26 | 0.21 | 6.21 | 2.26 | 2018-10-26 | 2018-11-02 |
| 8 | /games/boxart/full_1977964AmericaFrontccc.jpg | Call of Duty: Black Ops II | X360 | Shooter | Activision | Treyarch | 8.4 | 13.86 | 8.27 | 0.07 | 4.32 | 1.20 | 2012-11-13 | 2018-04-07 |
| 9 | /games/boxart/full_4649679AmericaFrontccc.png | Call of Duty: Black Ops II | PS3 | Shooter | Activision | Treyarch | 8.0 | 13.80 | 4.99 | 0.65 | 5.88 | 2.28 | 2012-11-13 | 2018-04-07 |
| img | title | console | genre | publisher | developer | critic_score | total_sales | na_sales | jp_sales | pal_sales | other_sales | release_date | last_update | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 64006 | /games/boxart/default.jpg | Without Within | PC | Visual Novel | InvertMouse | InvertMouse | NaN | NaN | NaN | NaN | NaN | NaN | 2015-01-22 | 2018-12-25 |
| 64007 | /games/boxart/default.jpg | Without Within 2 | PC | Visual Novel | InvertMouse | InvertMouse | NaN | NaN | NaN | NaN | NaN | NaN | 2015-11-09 | 2018-12-25 |
| 64008 | /games/boxart/default.jpg | Without Within 3 | PC | Visual Novel | InvertMouse | InvertMouse | NaN | NaN | NaN | NaN | NaN | NaN | 2018-05-03 | 2018-12-25 |
| 64009 | /games/boxart/full_2129671JapanFrontccc.jpg | World End Syndrome | PSV | Visual Novel | Arc System Works | Arc System Works | NaN | NaN | NaN | NaN | NaN | NaN | 2018-04-26 | 2019-04-03 |
| 64010 | /games/boxart/full_2294305JapanFrontccc.jpg | World End Syndrome | PS4 | Visual Novel | Arc System Works | Arc System Works | NaN | NaN | NaN | NaN | NaN | NaN | 2018-04-26 | 2019-04-03 |
| 64011 | /games/boxart/full_2779838AmericaFrontccc.jpg | XBlaze Lost: Memories | PC | Visual Novel | Aksys Games | Arc System Works | NaN | NaN | NaN | NaN | NaN | NaN | 2016-08-11 | 2019-01-28 |
| 64012 | /games/boxart/full_8031506AmericaFrontccc.jpg | Yoru, Tomosu | PS4 | Visual Novel | Nippon Ichi Software | Nippon Ichi Software | NaN | NaN | NaN | NaN | NaN | NaN | 2020-07-30 | 2020-05-09 |
| 64013 | /games/boxart/full_6553045AmericaFrontccc.jpg | Yoru, Tomosu | NS | Visual Novel | Nippon Ichi Software | Nippon Ichi Software | NaN | NaN | NaN | NaN | NaN | NaN | 2020-07-30 | 2020-05-09 |
| 64014 | /games/boxart/full_6012940JapanFrontccc.png | Yunohana SpRING! ~Mellow Times~ | NS | Visual Novel | Idea Factory | Otomate | NaN | NaN | NaN | NaN | NaN | NaN | 2019-02-28 | 2019-02-24 |
| 64015 | /games/boxart/default.jpg | Yurukill: The Calumniation Games | PS4 | Visual Novel | Unknown | G.rev Ltd. | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2023-09-29 |